During development I encountered a caveat: Opus 4.5 can’t test or view a terminal output, especially one with unusual functional requirements. But despite being blind, it knew enough about the ratatui terminal framework to implement whatever UI changes I asked. There were a large number of UI bugs that likely were caused by Opus’s inability to create test cases, namely failures to account for scroll offsets resulting in incorrect click locations. As someone who spent 5 years as a black box Software QA Engineer who was unable to review the underlying code, this situation was my specialty. I put my QA skills to work by messing around with miditui, told Opus any errors with occasionally a screenshot, and it was able to fix them easily. I do not believe that these bugs are inherently due to LLM agents being better or worse than humans as humans are most definitely capable of making the same mistakes. Even though I myself am adept at finding the bugs and offering solutions, I don’t believe that I would inherently avoid causing similar bugs were I to code such an interactive app without AI assistance: QA brain is different from software engineering brain.
В китайских автомобилях появились медиасервисы VKВ каждом пятом новом китайском автомобиле появились медиасервисы VK。关于这个话题，Line官方版本下载提供了深入分析
。关于这个话题，快连下载安装提供了深入分析
“不要搞急功近利的政绩工程，多做一些功在当代、利在长远、惠及子孙的事情”；。heLLoword翻译官方下载是该领域的重要参考
Business Daily: What next for Venezuela?
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